Cargando…

Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle

Genome mining is an important tool for discovery of new natural products; however, the number of publicly available genomes for natural product-rich microbes such as actinomycetes, relative to human pathogens with smaller genomes, is small. To obtain contiguous DNA assemblies and identify large (ca....

Descripción completa

Detalles Bibliográficos
Autores principales: Rajwani, Rahim, Ohlemacher, Shannon I., Zhao, Gengxiang, Liu, Hong-Bing, Bewley, Carole A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609971/
https://www.ncbi.nlm.nih.gov/pubmed/34812649
http://dx.doi.org/10.1128/mSystems.01020-21
_version_ 1784603017891282944
author Rajwani, Rahim
Ohlemacher, Shannon I.
Zhao, Gengxiang
Liu, Hong-Bing
Bewley, Carole A.
author_facet Rajwani, Rahim
Ohlemacher, Shannon I.
Zhao, Gengxiang
Liu, Hong-Bing
Bewley, Carole A.
author_sort Rajwani, Rahim
collection PubMed
description Genome mining is an important tool for discovery of new natural products; however, the number of publicly available genomes for natural product-rich microbes such as actinomycetes, relative to human pathogens with smaller genomes, is small. To obtain contiguous DNA assemblies and identify large (ca. 10 to greater than 100 kb) biosynthetic gene clusters (BGCs) with high GC (>70%) and high-repeat content, it is necessary to use long-read sequencing methods when sequencing actinomycete genomes. One of the hurdles to long-read sequencing is the higher cost. In the current study, we assessed Flongle, a recently launched platform by Oxford Nanopore Technologies, as a low-cost DNA sequencing option to obtain contiguous DNA assemblies and analyze BGCs. To make the workflow more cost-effective, we multiplexed up to four samples in a single Flongle sequencing experiment while expecting low-sequencing coverage per sample. We hypothesized that contiguous DNA assemblies might enable analysis of BGCs even at low sequencing depth. To assess the value of these assemblies, we collected high-resolution mass spectrometry data and conducted a multi-omics analysis to connect BGCs to secondary metabolites. In total, we assembled genomes for 20 distinct strains across seven sequencing experiments. In each experiment, 50% of the bases were in reads longer than 10 kb, which facilitated the assembly of reads into contigs with an average N(50) value of 3.5 Mb. The programs antiSMASH and PRISM predicted 629 and 295 BGCs, respectively. We connected BGCs to metabolites for N,N-dimethyl cyclic-di-tryptophan, two novel lasso peptides, and three known actinomycete-associated siderophores, namely, mirubactin, heterobactin, and salinichelin. IMPORTANCE Short-read sequencing of GC-rich genomes such as those from actinomycetes results in a fragmented genome assembly and truncated biosynthetic gene clusters (often 10 to >100 kb long), which hinders our ability to understand the biosynthetic potential of a given strain and predict the molecules that can be produced. The current study demonstrates that contiguous DNA assemblies, suitable for analysis of BGCs, can be obtained through low-coverage, multiplexed sequencing on Flongle, which provides a new low-cost workflow ($30 to 40 per strain) for sequencing actinomycete strain libraries.
format Online
Article
Text
id pubmed-8609971
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Society for Microbiology
record_format MEDLINE/PubMed
spelling pubmed-86099712021-11-29 Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle Rajwani, Rahim Ohlemacher, Shannon I. Zhao, Gengxiang Liu, Hong-Bing Bewley, Carole A. mSystems Research Article Genome mining is an important tool for discovery of new natural products; however, the number of publicly available genomes for natural product-rich microbes such as actinomycetes, relative to human pathogens with smaller genomes, is small. To obtain contiguous DNA assemblies and identify large (ca. 10 to greater than 100 kb) biosynthetic gene clusters (BGCs) with high GC (>70%) and high-repeat content, it is necessary to use long-read sequencing methods when sequencing actinomycete genomes. One of the hurdles to long-read sequencing is the higher cost. In the current study, we assessed Flongle, a recently launched platform by Oxford Nanopore Technologies, as a low-cost DNA sequencing option to obtain contiguous DNA assemblies and analyze BGCs. To make the workflow more cost-effective, we multiplexed up to four samples in a single Flongle sequencing experiment while expecting low-sequencing coverage per sample. We hypothesized that contiguous DNA assemblies might enable analysis of BGCs even at low sequencing depth. To assess the value of these assemblies, we collected high-resolution mass spectrometry data and conducted a multi-omics analysis to connect BGCs to secondary metabolites. In total, we assembled genomes for 20 distinct strains across seven sequencing experiments. In each experiment, 50% of the bases were in reads longer than 10 kb, which facilitated the assembly of reads into contigs with an average N(50) value of 3.5 Mb. The programs antiSMASH and PRISM predicted 629 and 295 BGCs, respectively. We connected BGCs to metabolites for N,N-dimethyl cyclic-di-tryptophan, two novel lasso peptides, and three known actinomycete-associated siderophores, namely, mirubactin, heterobactin, and salinichelin. IMPORTANCE Short-read sequencing of GC-rich genomes such as those from actinomycetes results in a fragmented genome assembly and truncated biosynthetic gene clusters (often 10 to >100 kb long), which hinders our ability to understand the biosynthetic potential of a given strain and predict the molecules that can be produced. The current study demonstrates that contiguous DNA assemblies, suitable for analysis of BGCs, can be obtained through low-coverage, multiplexed sequencing on Flongle, which provides a new low-cost workflow ($30 to 40 per strain) for sequencing actinomycete strain libraries. American Society for Microbiology 2021-11-23 /pmc/articles/PMC8609971/ /pubmed/34812649 http://dx.doi.org/10.1128/mSystems.01020-21 Text en https://doi.org/10.1128/AuthorWarrantyLicense.v1This is a work of the U.S. Government and is not subject to copyright protection in the United States. Foreign copyrights may apply.
spellingShingle Research Article
Rajwani, Rahim
Ohlemacher, Shannon I.
Zhao, Gengxiang
Liu, Hong-Bing
Bewley, Carole A.
Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle
title Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle
title_full Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle
title_fullStr Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle
title_full_unstemmed Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle
title_short Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle
title_sort genome-guided discovery of natural products through multiplexed low-coverage whole-genome sequencing of soil actinomycetes on oxford nanopore flongle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609971/
https://www.ncbi.nlm.nih.gov/pubmed/34812649
http://dx.doi.org/10.1128/mSystems.01020-21
work_keys_str_mv AT rajwanirahim genomeguideddiscoveryofnaturalproductsthroughmultiplexedlowcoveragewholegenomesequencingofsoilactinomycetesonoxfordnanoporeflongle
AT ohlemachershannoni genomeguideddiscoveryofnaturalproductsthroughmultiplexedlowcoveragewholegenomesequencingofsoilactinomycetesonoxfordnanoporeflongle
AT zhaogengxiang genomeguideddiscoveryofnaturalproductsthroughmultiplexedlowcoveragewholegenomesequencingofsoilactinomycetesonoxfordnanoporeflongle
AT liuhongbing genomeguideddiscoveryofnaturalproductsthroughmultiplexedlowcoveragewholegenomesequencingofsoilactinomycetesonoxfordnanoporeflongle
AT bewleycarolea genomeguideddiscoveryofnaturalproductsthroughmultiplexedlowcoveragewholegenomesequencingofsoilactinomycetesonoxfordnanoporeflongle